Currículum Vitæ

Data Scientist

Demolytics Ltd

Develop transformer-based GANs and VAEs for large-scale synthetic data generation, ensuring GDPR compliance and high statistical fidelity across 20M+ records. Lead Xero API integration to automate financial data simulation for client demos and internal testing.

• Achieved 97% statistical accuracy in synthetic data validation.
• Automated synthetic organization setup for financial analytics.

Associate Data Analyst

Data Dive Ltd

Developed data pipelines using Python and Spark for data collection, cleaning, and processing. Built machine learning models for forecasting and anomaly detection, achieving over 90% accuracy. Created interactive dashboards for non-technical stakeholders.

• Deployed Streamlit and Power BI dashboards for business reporting.
• Enhanced forecasting accuracy and operational efficiency.

Teaching Assistant

University of Bradford

Delivered online labs in Python, data visualization, and machine learning for postgraduate courses (OIM7507, OIM7508). Mentored students in ML modeling using scikit-learn, TensorFlow, and PyTorch, ensuring conceptual and practical understanding.

• Supported course delivery for over 100 MSc students remotely.
• Reviewed and optimized teaching materials for clarity and accuracy.

Junior AI Engineer

BritAnalytics

Designed and trained machine learning models for sales prediction and behavioral analytics, improving forecasting accuracy to 89%. Automated ETL workflows and developed dashboards to support data-driven business decisions.

• Reduced data cleanup time by 45% through ETL automation.
• Delivered high-accuracy predictive models for SME clients.

Bachelor of Science

Institute of Computer Sciences & Information Technology, The University of Agriculture

Computer Science

SegFormer-based Intracranial Artery Segmentation (SIAS)

Fine-tuned SegFormer-B0 for neurovascular segmentation in CT angiography, achieving 66% mIoU and 70% Dice scores from limited data.

• Enabled efficient segmentation using a lightweight transformer backbone.

Prompt-Driven Image Analysis

Developed a multimodal NLP-vision framework integrating GroundingDINO, SAM, and Stable Diffusion for prompt-based image detection, segmentation, and inpainting.

• Published as an arXiv Preprint (arXiv:2509.08489) and featured by Valoris Research.

Real-Time 3D Facial Reconstruction from Images

Developed a CNN-PCA pipeline using AFLW2000-3D and 3DDFA for real-time 3D facial reconstruction, visualized via WebGL Studio.

• Optimized inference for single-image reconstruction and real-time streaming.

Automated Nystagmus Detection from Video

Built a real-time computer vision pipeline for eye-movement tracking and oscillation classification, supporting early neurological screening.

• Achieved subtype detection for pendular, jerk, and gaze-evoked nystagmus.

Early Ocular Pathology Detection via Scleral Analysis

Applied SAM for scleral segmentation and redness quantification (RAP, MRL metrics) to enable non-invasive early detection of ocular hypertension.

• Demonstrated explainable computer vision in medical imaging applications.

Interactive Digital Authoring Platform for E-Learning

Developed a modular in-browser editor with real-time collaboration and multimedia integration for educators using a decoupled Core + Sandbox architecture.

• Enabled live editing with auto-save and version control for e-learning content.

Runner-Up - University of Porto Research Studentship Award

Faculty of Economics, University of Porto, Portugal

Ranked 2nd among international candidates for the EU-funded project 'PROD-AI: Predictive AI/ML Solutions for Procurement and Production Management' (COMPETE2030-FEDER-01474600).

National Laptop Award Recipient

Higher Education Commission (HEC), Pakistan

Selected on academic merit under the Prime Minister's Youth Laptop Scheme 2023, ranking in the top 20% of the national Computer Science cohort.

Generative AI for Data Scientists

IBM

Data Analyst Associate

DataCamp

Machine Learning Specialization

Stanford University (DeepLearning.AI)

IT Support Professional

Google

Certificate in IT (Web–Android Development)

NAVTTC (Government of Pakistan)

Introduction to Programming & IoT Specialization

University of California

Machine Learning Specialization

University of Washington

Cybersecurity Specialization

University of Maryland